公开(公告)号：US20220027668A1

公开(公告)日：2022-01-27

申请号：US17340134

申请日：2021-06-07

申请人： Samsung Electronics Co., Ltd. ,  Seoul National University R&DB Foundation

发明人： Seon Min RHEE ,  Jaekyeom KIM ,  Gunhee KIM ,  Minjung KIM ,  Dongyeon WOO ,  Seungju HAN

IPC分类号： G06K9/62 ,  G06K9/46 ,  G06N3/08 ,  G06F21/34

摘要： A neural network includes a drop layer configured to drops feature values. A method of computation using the neural network includes extracting feature data from input data using a first portion of a neural network, generating compressed representation data of the extracted feature data by dropping a feature value from the extracted feature data at a drop layer of the neural network based on a drop probability corresponding to the feature value, and indicating an inference result from the compressed representation data using a second portion of the neural network.